Qifei Wang

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

2024 · arXiv (Cornell University)

Reward finetuning has emerged as a promising approach to aligning foundation models with downstream objectives. Remarkable success has been achieved in the language domain by using reinforcement learning (RL) to maximize rewards that reflect human …